Flash Sale Eligibility
Smart retail solution that automatically selects products for flash sales based on inventory, profitability, seasonality, and seller performance.
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Solution
This dynamic product selection system streamlines flash sale management by evaluating multiple product attributes simultaneously. It first analyzes inventory levels to ensure sufficient stock exists for promotional volume, while verifying profit margins meet minimum thresholds to maintain profitability during discounted pricing periods.
The seasonality analyzer matches product types with appropriate calendar periods, prioritizing seasonal items during their peak relevance while also identifying year-round products. For seller evaluation, the system examines both historical sales performance and customer satisfaction ratings to ensure quality standards. The final eligibility determination applies business rules that weigh these factors together, generating appropriate discount percentages based on how strongly a product meets the criteria. This automation significantly reduces manual review time while maximizing promotional effectiveness.
How it works
The decision graph processes product eligibility through four sequential evaluation nodes:
Inventory & Margin Check: Validates that products have sufficient stock (minimum 50 units) and acceptable profit margins (minimum 25%) to sustain discounting.
Seasonality Analysis: Aligns product seasonality with current calendar month, prioritizing items in their peak selling period while identifying year-round merchandise.
Seller Quality Assessment: Calculates seller performance factors based on rating (minimum 4.0) and historical sales volume (minimum 1000 units), with adjustment factors applied.
Final Eligibility Determination: Combines all evaluation factors to determine qualification status and appropriate discount percentage (ranging from 5-15% based on qualification strength).
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